IoT devices enable a massive amount of data to be aggregated and analyzed for anomaly detection. The nature of heterogeneous devices introduces the challenge of collecting and handling these massive datasets to perform data analyses to discover cyber-attacks in near real-time. However, the traditional IDS cannot deal with such a problem due to scalability limitations and insufficient storage and processing capabilities. Moreover, issues such as network bandwidth, real-time support, and security limit the power of cloud server-based IDSs. This paper presents an edge-cloud deep IDS model in Lambda architecture for IoT security to address these challenges. Our system decreases the training phase’s time compared to traditional machine learning algorithms and increases the accuracy of true positive detected attacks. Furthermore, neural network layers lead deep learning to achieve better performance and flexibility compared to conventional machine learning. Our solution enables the detection of suspicious activities in real-time and allows us to classify them by analyzing historical data in a batch process.
1- writing the complexity of the algorithms.
2- convert the Figs to a mathematical model.
3- improving the writing of the paper to be submitted to the journal.
4- add a case study
5-implementing, result, and discussion.
12 freelances font une offre moyenne de 1649 $ pour ce travail
PhD Computer Engineering. I have 6 years’ experience in Data Engineering, NLP, ML,Computer Vision, pattern recognition and Artificial Intelligence. I have 8 research publication in Machine Learning. I know all data mi Plus
Hi there, I have read your project description and i'm confident i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the Plus
As a skilled and outstanding technical writer, I bid on your project because I have the expertise and experience to deliver superior quality work. I guarantee you constant updates in the project as a way of ensuring th Plus
Hello, I'm expert in MATLAB and python programming and by strong mathematical and statistical background, have good flexibility for solve your project. I have many experience practical and theoretical in implementation Plus
Hello, I have good experience with deep learning on tensorflow and pytroch, I can build whatever deep learning model you need with clear documentation and inference script. if interested contact me and then we can disc Plus
Hello Sir, I'm Artem. A pleasure to submit the proposal for your kind consideration. I've gone through your requirement I understand ,I've all the skills that are required for this project. I have been working in this Plus
Hey, I have checked your requirement and understand that as well. I have done SIMILAR work past. Do you want to see the DEMO WORK??? Will show you Thanks.
Thanks for your job posting. I have rich experiences in Deep Learning using python. I think you want to improve ML algorithm for IoT Botnet Detection. I have ever implemented IoT Botnet Detection using RF classifier fr Plus
Hye, I have gone through your job post and it sounds like you are looking for Deep Learning and IOT expert. I am a computer vision expert with 16+ years of experience. I have expertise in computer vision, machine lear Plus
Hi, WE CAN WRITE A PAPER IN THE FIELD OF DEEP LEARNING TO PUBLISH IN THE WELL REPUTED JOURNALS. [login to view URL] are happy to bidding with you. We have wonderful technical writer's in our company.. All have more than 6 years of Plus